An illustrative reporting agent prepares a monthly operating review. It queries finance, CRM, support, and the data warehouse; compares this month with prior periods; investigates material changes; drafts explanations; collects owner comments; and revises the report over several days. By the third revision, its context contains raw query results, discarded hypotheses, repeated instructions, old owner comments, and the current draft. The most important correction—a finance owner rejecting the ...